Word Spotting on ICDAR 2015 (test)
88.8F-score (Strong lexicon)UNITS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UNITSshared_weights=false2023.04 | 88.8 | 85.2 | 81.5 | — | 78.8 | |
| SRSTS v2Lexicon source=Official, Character-level annotations=false2022.07 | 88.37 | 85.2 | 75.48 | — | — | |
| UNITSshared_weights=true2023.04 | 88.1 | 84.9 | 80.7 | — | 78.7 | |
| DeepSoloBackbone=ViTAEv2-S, External Data=Synth150K+MLT17+IC13+Total-Text+TextOCR2022.11 | 87.8 | 84.5 | 80 | — | — | |
| SRSTSLexicon source=Official, Character-level annotations=false2022.07 | 87.37 | 84.75 | 72.33 | — | — | |
| DeepSoloBackbone=ResNet-50, External Data=Synth150K+MLT17+IC13+Total-Text+TextOCR2022.11 | 87.3 | 83.8 | 79.5 | — | — | |
| GLASSLexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | 86.8 | 82.5 | 78.8 | — | — | |
| GLASSExternal Data=Synth800K2022.11 | 86.8 | 82.5 | 78.8 | — | — | |
| GLASS2023.04 | 86.8 | 82.5 | 78.8 | — | — | |
| SRSTS v2Lexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | 86.72 | 83.17 | 78.73 | — | — | |
| MANGOLexicon source=Official, Character-level annotations=true2022.07 | 86.4 | 83.1 | 70.3 | — | — | |
| DeepSoloBackbone=ResNet-50, External Data=Synth150K+MLT17+IC13+Total-Text2022.11 | 86.3 | 82.3 | 77.3 | — | — | |
| TextDragonLexicon source=Official, Character-level annotations=false2022.07 | 86.22 | 81.62 | 68.03 | — | — | |
| TextDragon2022.02 | 86.2 | 81.6 | 68 | — | — | |
| TextDragonExternal Data=Synth800K2022.11 | 86.2 | 81.6 | 68 | — | — | |
| SRSTSLexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | 85.84 | 82.61 | 76.82 | — | — | |
| SRSTSExternal Data=Synth800K+Synth150K+COCO-Text+MLT172022.11 | 85.8 | 82.6 | 76.8 | — | — | |
| MANGO*IOU threshold=0.12022.02 | 85.2 | 81.1 | 74.6 | — | — | |
| MANGOLexicon source=Specific lexicon [2], Character-level annotations=true2022.07 | 85.2 | 81.1 | 74.6 | — | — | |
| MANGOExternal Data=Synth800K+Synth150K+COCO-Text+MLT19+IC13+Total-Text2022.11 | 85.2 | 81.1 | 74.6 | — | — | |
| MANGO2023.04 | 85.2 | 81.1 | 74.6 | — | — | |
| TTSpolyIOU threshold=0.52022.02 | 85 | 81.5 | 77.3 | — | — | |
| TTSpolyLexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | 85 | 81.5 | 77.3 | — | — | |
| TTSExternal Data=Synth800K+COCO-Text+IC13+Total-Text+SCUT2022.11 | 85 | 81.5 | 77.3 | — | — | |
| TTS2023.04 | 85 | 81.5 | 77.3 | — | — | |
| FOTSLexicon source=Official, Character-level annotations=false2022.07 | 84.68 | 79.32 | 63.29 | — | — | |
| TextPerceptronLexicon source=Official, Character-level annotations=false2022.07 | 84.1 | 79.4 | 67.9 | — | — | |
| TextPerceptronExternal Data=Synth800K2022.11 | 84.1 | 79.4 | 67.9 | — | — | |
| MTS-V32022.02 | 83.1 | 79.1 | 75.1 | — | — | |
| Mask Textspotter v3Lexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | 83.1 | 79.1 | 75.1 | — | — | |
| Mask TextSpotter v3External Data=Synth800K+IC13+Total-Text+SCUT2022.11 | 83.1 | 79.1 | 75.1 | — | — | |
| MaskTextSpotter v32023.04 | 83.1 | 79.1 | 75.1 | — | — | |
| MTS-V22022.02 | 82.4 | 78.1 | 73.6 | — | — | |
| Mask Textspotter v2Lexicon source=Specific lexicon [2], Character-level annotations=false2022.07 | 82.4 | 78.1 | 73.6 | — | — | |
| TextNetLexicon source=Official, Character-level annotations=false2022.07 | 82.38 | 78.43 | 62.36 | — | — | |
| MTS-V12022.02 | 79.3 | 74.5 | 64.2 | — | — | |
| GLASSLexicon=Strong (S), Lexicon Source=Specific from [20]2022.08 | — | — | — | 86.8 | — | |
| GLASSLexicon=Weak (W), Lexicon Source=Specific from [20]2022.08 | — | — | — | 82.5 | — | |
| GLASSLexicon=Generic (G), Lexicon Source=Specific from [20]2022.08 | — | — | — | 78.8 | — | |
| MANGOLexicon=Strong (S), IoU threshold=0.12022.08 | — | — | — | 85.2 | — | |
| MANGOLexicon=Weak (W), IoU threshold=0.12022.08 | — | — | — | 81.1 | — | |
| MANGOLexicon=Generic (G), IoU threshold=0.12022.08 | — | — | — | 74.6 | — | |
| MTSv3Lexicon=Strong (S), Lexicon Source=Specific from [20]2022.08 | — | — | — | 83.1 | — | |
| MTSv3Lexicon=Weak (W), Lexicon Source=Specific from [20]2022.08 | — | — | — | 79.1 | — | |
| MTSv3Lexicon=Generic (G), Lexicon Source=Specific from [20]2022.08 | — | — | — | 75.1 | — | |
| Text Perc.Lexicon=Strong (S)2022.08 | — | — | — | 84.1 | — | |
| Text Perc.Lexicon=Weak (W)2022.08 | — | — | — | 79.4 | — | |
| Text Perc.Lexicon=Generic (G)2022.08 | — | — | — | 67.9 | — | |
| TextDragonLexicon=Strong (S)2022.08 | — | — | — | 86.2 | — | |
| TextDragonLexicon=Weak (W)2022.08 | — | — | — | 81.6 | — | |
| TextDragonLexicon=Generic (G)2022.08 | — | — | — | 68 | — | |
| YAMTSLexicon=Strong (S), Lexicon Source=Specific from [20]2022.08 | — | — | — | 86.8 | — | |
| YAMTSLexicon=Weak (W), Lexicon Source=Specific from [20]2022.08 | — | — | — | 82.4 | — | |
| YAMTSLexicon=Generic (G), Lexicon Source=Specific from [20]2022.08 | — | — | — | 76.7 | — |